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1. 2026-11

Determination of Pavement Distress Severity Using Machine Learning: Systematic Review

Transportation Research Record: Journal of the Transportation Research Board, Volume 2680, Issue 11, pp 627-646

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2. 2026-11

Evaluation of Machine Learning and Deep Learning Models for Multi-Horizon Crowd Forecasting at Scheveningen Beach, The Netherlands

Transportation Research Record: Journal of the Transportation Research Board, Volume 2680, Issue 11, pp 342-366

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3. 2026-11

Application of a Stacking Model with Multiple Base Learners Optimized by an Slime Mold Algorithm for Container Freight Index Prediction

Transportation Research Record: Journal of the Transportation Research Board, Volume 2680, Issue 11, pp 772-797

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4. 2026-11

Leveraging Explainable Machine Learning Techniques to Estimate Crash Severity for Different Pedestrian Actions

Transportation Research Record: Journal of the Transportation Research Board, Volume 2680, Issue 11, pp 265-294

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5. 2026-11

Assessing the Moderation Effects of Socioeconomic Factors in Predicting Severe Crash Outcomes Based on Road and Environment Characteristics: A Modeling Comparison

Transportation Research Record: Journal of the Transportation Research Board, Volume 2680, Issue 11, pp 405-418

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6. 2026-11

Transforming Aviation Technical Authoring with Generative Artificial Intelligence: Toward Automation and Efficiency

Transportation Research Record: Journal of the Transportation Research Board, Volume 2680, Issue 11, pp 295-307

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7. 2026-10

Novel Deep Learning Architecture for Modeling Crash Severity Using Satellite Imagery Considering Land Use and Geometry

Transportation Research Record: Journal of the Transportation Research Board, 03611981261497713

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8. 2026-10

Interpretable Machine-Learning Warning of Tropical-Cyclone-Induced Port Service Disruption Using Automatic Identification System and Forecast Advisories

Transportation Research Record: Journal of the Transportation Research Board, 03611981261491700

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9. 2026-10

Artificial Intelligence-Enhanced Connected Structural Health Monitoring of Traffic Signal Mast-Arm Structure Population within Vehicle-to-Everything Infrastructure

Transportation Research Record: Journal of the Transportation Research Board, 03611981261487419

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10. 2026-10

Cross-City Transferability of Urban Green View Index Estimation from Satellite Imagery within Selected European Contexts

Transportation Research Record: Journal of the Transportation Research Board, 03611981261493953

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11. 2026-10

Leveraging Generative Adversarial Networks for Improved Red-Light Running Crash Severity Modeling

Transportation Research Record: Journal of the Transportation Research Board, 03611981261493934

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12. 2026-10

Density-Adaptive Point Transformer Region-Based Convolutional Neural Network with Evidential Uncertainty for 3D Object Detection

Transportation Research Record: Journal of the Transportation Research Board, 03611981261493967

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13. 2026-10

Machine Learning–Driven Pavement Management System Framework for Bleeding Severity Classification Using Long-Term Pavement Performance Data

Transportation Research Record: Journal of the Transportation Research Board, 03611981261491350

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14. 2026-10

Machine-Learning-Based Screening Tool to Accelerate Aggregate Quality Monitoring in Highway Construction

Transportation Research Record: Journal of the Transportation Research Board, 03611981261479655

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15. 2026-10

Kriging-Based Metamodeling for Accurate and Explainable Real-Time Taxi-Time Prediction in Airport Surface Networks

Transportation Research Record: Journal of the Transportation Research Board, 03611981261481815

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16. 2026-10

Using Large Language Models for Research Paper Categorization: Insights from Abstract-Based Analysis in Transportation Research

Transportation Research Record: Journal of the Transportation Research Board, 03611981261487412

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17. 2026-10

Assessing the Influence of Land Use Patterns and Temporal Granularity on Urban Travel Demand Forecasting Performance

Transportation Research Record: Journal of the Transportation Research Board, Volume 2680, Issue 10, pp 502-521

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18. 2026-10

Meta-Reinforcement Learning with Hypernetworks for Variable Speed Limit Control under Adverse Weather and Work Zones

Transportation Research Record: Journal of the Transportation Research Board, Volume 2680, Issue 10, pp 586-605

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19. 2026-10

Factors Affecting Urban Sustainable Development by Metro Using the GCN–MGWR model

Transportation Research Record: Journal of the Transportation Research Board, Volume 2680, Issue 10, pp 550-567

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20. 2026-10

Treatment Effectiveness Evaluation of Mandatory Pre-Right-Turn Stops for Large Vehicles at Signalized Intersections: Combining Causal Inference with the Wasserstein Generative Adversarial Network with Gradient Penalty Method

Transportation Research Record: Journal of the Transportation Research Board, Volume 2680, Issue 10, pp 622-638

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21. 2026-10

Study of Ship Path Planning in Complex Environments Based on Spatiotemporal Reinforcement Learning

Transportation Research Record: Journal of the Transportation Research Board, Volume 2680, Issue 10, pp 425-447

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22. 2026-10

The Generative AI Challenge to Highway QA Integrity

Transportation Research Record: Journal of the Transportation Research Board, Volume 2680, Issue 10, pp 311-330

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23. 2026-10

Do Riding Behavior, Speeding, and Law Adherence Differ between Professional and Nonprofessional Riders?

Transportation Research Record: Journal of the Transportation Research Board, Volume 2680, Issue 10, pp 36-53

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24. 2026-09

Pointer Amplifier for Vehicle Routing Problem: Solving Time-Constrained Vehicle Routing Problems with Finite Fleet Using End-to-End Neural Combinatorial Optimization

Transportation Research Record: Journal of the Transportation Research Board, 03611981261485234

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25. 2026-09

Spatial Analysis of Driving Under the Influence Origins in Seoul Using Geographically Weighted Machine Learning

Transportation Research Record: Journal of the Transportation Research Board, 03611981261485238

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Keywords:

Index Terms:

x Artificial intelligence

x Backpropagation

x Case based reasoning

x Expert systems

x Intelligent agents

x Machine learning

x Neural networks

x Pattern recognition systems

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